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Generalized LASSO with under-determined regularization matrices

This paper studies the intrinsic connection between a generalized LASSO and a basic LASSO formulation. The former is the extended version of the latter by introducing a regularization matrix to the coefficients. We show that when the regularization matrix is even- or under-determined with full rank...

詳細記述

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書誌詳細
出版年:Signal Processing
主要な著者: Duan, Junbo, Soussen, Charles, Brie, David, Idier, Jérôme, Wan, Mingxi, Wang, Yu-Ping
フォーマット: Artigo
言語:Inglês
出版事項: 2016
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC4917299/
https://ncbi.nlm.nih.gov/pubmed/27346902
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.sigpro.2016.03.001
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